Learning & Documentation Agent Skills

APS Documentation Core

Automates the generation of standardized technical documentation for Treasure Data pipeline layers using codebase-driven insights.

APS Hist-Union Documentation Expert

Generates comprehensive, production-ready documentation for data workflows that combine historical and incremental table strategies.

Skill Template

Provides a standardized framework and boilerplate for creating domain-specific Claude Code skills within the Treasure Data ecosystem.

Memory Hierarchy

Manages and organizes Claude Code's multi-level memory system to optimize AI context and project-specific instructions.

APS Ingestion Documentation Expert

Automatically generates detailed technical documentation for data ingestion layers by analyzing workflow configurations and connector patterns.

Write User Docs

Generates clear, action-oriented user documentation and in-app guidance using standardized templates and best practices.

Claude Documentation Engineer

Generates, maintains, and structures comprehensive technical and user documentation using industry-standard templates and coordination protocols.

Instruction Writer

Writes and optimizes clear, token-efficient instructions for all Claude Code components, including skills, commands, and documentation.

Changelog Management

Generates and updates CHANGELOG.md files by analyzing git commit history based on conventional commit standards.

Codex Document Fetcher

Retrieves documents from the Fractary codex knowledge base using a high-performance, cache-first retrieval strategy.

DeepWiki Repository Documentation

Accesses AI-generated documentation and architecture insights for public GitHub repositories.

Knowledge Lineage Tracker

Analyzes the historical evolution of code and architectural decisions to prevent redundant failures and rediscover effective past solutions.

Scientific Project Documentation

Generates exhaustive, research-grade technical documentation and study papers for completed coding projects in Microsoft Word format.

MCP Vector Search Integration Guide

Embeds semantic search capabilities into custom MCP servers to provide AI agents with direct access to bundled documentation.

Literature Gap Identification

Systematically identifies and prioritizes research gaps from literature reviews to justify new studies and direct future research.

Pre-Registration

Generates detailed research pre-registration documents to ensure study transparency and prevent questionable practices like HARKing.

Documentation Lookup

Retrieves comprehensive API documentation and code examples for libraries and frameworks directly within the Claude Code environment.

Blazor Expert

Provides expert-level guidance for building, optimizing, and troubleshooting .NET applications using the Blazor framework for interactive web UIs.

Exa Code Context

Retrieves high-quality code snippets, implementation patterns, and technical documentation using Exa AI neural search.

Docs Seeker

Searches and analyzes technical documentation using the llms.txt standard, GitHub repository processing, and parallel agent exploration to provide up-to-date framework insights.

Docs Seeker

Discovers and analyzes technical documentation using AI-optimized standards, repository analysis, and parallel agent exploration.

Scribe Documentation Specialist

Generates professional-grade technical documentation, including project READMEs, API references, and deployment guides.

Skill Authoring

Guides the creation of effective Claude Code skills using Test-Driven Development (TDD) and research-backed persuasion techniques.

HTTP Documentation Fetcher

Fetches and processes external documentation from web URLs with built-in safety checks and metadata extraction.

Squared Package Architecture

Guides development within the @lsst-sqre/squared component library, detailing its unique no-build-step architecture, CSS Modules styling, and testing infrastructure.

ID Unification Documentation Expert

Generates comprehensive, data-driven documentation for complex identity resolution workflows and ID unification layers.

Architect Role

Designs system architectures, analyzes codebases, and generates comprehensive technical planning documentation to guide engineering decisions.

Writing Claude Skills

Provides expert guidance for creating effective, discoverable, and efficient Claude skills based on Anthropic best practices.

JUCE Best Practices

Implements professional JUCE development standards for realtime safety, audio threading, and modern C++ architecture.

Architecture Decision Recorder

Systematically documents and manages software architecture decisions, trade-offs, and technical rationale using the ADR pattern.